Gomez, who has not been spotted with Bieber after parting in December last year, was seen leaving Bieber's house in a yellow cardigan, reports radaronline.com.
"Selena looks like a young girl in love. And obviously Justin's trying to win her back - sending her home in his car and giving her the royal treatment," the x17online.com photographer, who clicked the pictures, said.
The duo were together for two years before things turned sour in November last year. Even though the news of their reconciliation has been making rounds, neither of the two has commented on their current relationship status.